Rafal Zdunek
Title
Cited by
Cited by
Year
Nonnegative matrix and tensor factorizations: applications to exploratory multi-way data analysis and blind source separation
A Cichocki, R Zdunek, AH Phan, S Amari
John Wiley & Sons, 2009
23942009
Csiszar’s divergences for non-negative matrix factorization: Family of new algorithms
A Cichocki, R Zdunek, S Amari
International Conference on Independent Component Analysis and Signal …, 2006
3402006
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization
A Cichocki, R Zdunek, S Amari
International Conference on Independent Component Analysis and Signal …, 2007
3242007
Nonnegative matrix and tensor factorization [lecture notes]
A Cichocki, R Zdunek, S Amari
IEEE signal processing magazine 25 (1), 142-145, 2007
2992007
Nonnegative matrix and tensor factorization [lecture notes]
A Cichocki, R Zdunek, S Amari
IEEE signal processing magazine 25 (1), 142-145, 2007
2992007
New algorithms for non-negative matrix factorization in applications to blind source separation
A Cichocki, R Zdunek, S Amari
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
2852006
ICALAB toolboxes
A Cichocki
http://www. bsp. brain. riken. jp/ICALAB, 2004
1832004
Symmetric nonnegative matrix factorization: Algorithms and applications to probabilistic clustering
Z He, S Xie, R Zdunek, G Zhou, A Cichocki
IEEE Transactions on Neural Networks 22 (12), 2117-2131, 2011
1612011
Non-negative matrix factorization with quasi-Newton optimization
R Zdunek, A Cichocki
International conference on artificial intelligence and soft computing, 870-879, 2006
1582006
Extended SMART algorithms for non-negative matrix factorization
A Cichocki, S Amari, R Zdunek, R Kompass, G Hori, Z He
International Conference on Artificial Intelligence and Soft Computing, 548-562, 2006
1412006
Non-negative tensor factorization using alpha and beta divergences
A Cichocki, R Zdunek, S Choi, R Plemmons, SI Amari
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
1212007
Multilayer nonnegative matrix factorisation
A Cichocki, R Zdunek
Electronics Letters 42 (16), 947-948, 2006
1212006
Nonnegative matrix factorization with constrained second-order optimization
R Zdunek, A Cichocki
Signal Processing 87 (8), 1904-1916, 2007
1152007
Regularized alternating least squares algorithms for non-negative matrix/tensor factorization
A Cichocki, R Zdunek
International Symposium on Neural Networks, 793-802, 2007
1042007
Kaczmarz extended algorithm for tomographic image reconstruction from limited-data
C Popa, R Zdunek
Mathematics and Computers in Simulation 65 (6), 579-598, 2004
1032004
Multilayer nonnegative matrix factorization using projected gradient approaches
A Cichocki, R Zdunek
International Journal of Neural Systems 17 (06), 431-446, 2007
922007
Improved FOCUSS method with conjugate gradient iterations
Z He, A Cichocki, R Zdunek, S Xie
IEEE transactions on signal processing 57 (1), 399-404, 2008
632008
Improved M-FOCUSS algorithm with overlapping blocks for locally smooth sparse signals
R Zdunek, A Cichocki
IEEE Transactions on Signal Processing 56 (10), 4752-4761, 2008
612008
Novel multi-layer non-negative tensor factorization with sparsity constraints
A Cichocki, R Zdunek, S Choi, R Plemmons, S Amari
International Conference on Adaptive and Natural Computing Algorithms, 271-280, 2007
592007
Fast nonnegative matrix factorization algorithms using projected gradient approaches for large-scale problems
R Zdunek, A Cichocki
Computational intelligence and neuroscience 2008, 2008
562008
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